Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 0.149287 0.162946 0.177778 0.195168 0.215107 0.237386 0.264349
2025-07-20 0.130940 0.150664 0.173820 0.203407 0.240793 0.287302 0.350929
2025-07-27 0.118692 0.141847 0.170635 0.209928 0.263633 0.336859 0.448927
2025-08-03 0.109445 0.134658 0.167434 0.214626 0.283529 0.385404 0.558648
2025-08-10 0.100394 0.126248 0.161021 0.213222 0.293615 0.420875 0.658601
2025-08-17 0.090714 0.115823 0.150412 0.203917 0.289624 0.432531 0.720280
2025-08-24 0.083994 0.108776 0.143688 0.199263 0.291768 0.454274 0.808254
2025-08-31 0.079288 0.104102 0.139837 0.198364 0.299651 0.487556 0.933601
2025-09-07 0.075525 0.100440 0.137067 0.198705 0.309496 0.526581 1.090700
2025-09-14 0.070332 0.094288 0.129965 0.191051 0.303587 0.532258 1.164997
2025-09-21 0.066049 0.089217 0.124149 0.184957 0.299680 0.541318 1.254275
2025-09-28 0.062715 0.085376 0.119978 0.181264 0.299839 0.559461 1.382624
2025-10-05 0.061446 0.084681 0.120886 0.186815 0.319748 0.630441 1.750004
2025-10-12 0.060436 0.084328 0.122328 0.193539 0.343524 0.720073 2.298750
2025-10-19 0.059305 0.083697 0.123234 0.199350 0.366524 0.817314 3.045819
2025-10-26 0.057989 0.082671 0.123365 0.203645 0.386956 0.916487 4.032183
2025-11-02 0.055882 0.080225 0.120832 0.202327 0.393641 0.975028 4.908517
2025-11-09 0.052817 0.076045 0.114981 0.193687 0.380639 0.961358 5.149265
2025-11-16 0.050609 0.073197 0.111353 0.189362 0.378158 0.985758 5.867682
2025-11-23 0.049061 0.071381 0.109471 0.188526 0.384728 1.047675 7.296603
2025-11-30 0.047778 0.069950 0.108192 0.188843 0.394492 1.127802 9.521074
2025-12-07 0.045568 0.066845 0.103669 0.181724 0.382495 1.111168 10.041150
2025-12-14 0.043672 0.064216 0.099914 0.176049 0.373954 1.107897 10.920699